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In this video tutorial, the speaker addresses issues with Google Tag Manager's preview mode not working as expected. They explain that sometimes the preview mode does not connect to the website or does not work properly. The speaker provides tips on common issues and how to fix them, including checking if the Google Tag Manager container snippet is added to the website's source code. If the tips provided do not solve the issue, the speaker advises on what to do next. Subscribe to the Analytics Mania YouTube channel for more tutorials on Google Tag Manager and Google Analytics.